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In fact, even in one-dimensional discrete models denoted by iterated quadratic maps, like the well-known logistic map, periodic and chaotic trajectories can easily be observed.
The models denoted by +I imply that a fraction of data set is assumed to be invariable, where +G is considered to categorize the change of substitution rates among sites in discrete gamma distribution.
The ensemble learner is a linear combination of M base models denoted by h [ Equation (2)].
The last two models, denoted by models (1) and (2) in Table 6, appear to be the best models of symptom predictors for influenza infection.
Figure 10 depicts the distribution of the best-fit intermediate models (denoted by circles with diameter corresponding to the neuron count) for visual (Fig. 10, left column) and movement (Fig. 10, right column) activities across the tested intermediate models (see Methods for description of these models).
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Covariates were included in the model, denoted by the model term βX.
Figure 3 contains the before-mentioned model denoted by the continuous black line in the figure.
If represents a model denoted by, which characterizes the hypothesized speaker in the feature space of, and represents another model, expected discrimination information becomes (6).
For that reason we have included a generalized linear model, denoted by GLM, which selects variables that minimize the AIC score.
The parameters of model denoted by G model comprise the target locations (a m,b m ), their respective strengths A m, and the decay parameters of the target signature (p).
Coefficient of determination, indicating how well the data fit a statistical model denoted by R2, is large enough for this model (R2 = 0.9) and shows that only 10% of the total variations are not described by the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com